The Linus Brief — October 12, 2026

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# Block 15 minutes to read and many hours to act upon this idea about getting ba

#reflection #productivity

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A centuries-old writing program called Progymnasmata is used to teach students t

Developed by Aphtonius in the 4th century AD, it emphasizes essential skills for effective writing.

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The pelican on the bicycle test is a simple yet effective method for testing lar

This experiment involves creating a short story about a pelican riding a bicycle, then passing it through multiple rounds of editing and revisions, obser

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Asks LLM to "structure your response as HTML" and view the generated file in bro

Asks LLM to "structure your response as HTML" and view the generated file in browser for improved readability.

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FMHY (Free Media Heck Yeah) is a website that was initially created by accident

The site seems to be dedicated to providing access to copyrighted content without permission.

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The tweet shares a crucial piece of information for AI lab teams to ensure the a

It suggests that researchers should review "this" (presumably a specific article or paper) before sharing any charts in the public domain. This promotes transparency and avoids potential mis

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The talk emphasizes that LLMs offer more than just accelerating existing develop

Examples of new applications include the "menugen" app that can be fully immersed and understand users' thoughts through a headset. This suggests exploring novel ways to interact with language models.

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# Neural Networks are like the Swiss Army Knives

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# SpaceX is an example of a complex system that can be viewed from multiple angl

# SpaceX is an example of a complex system that can be viewed from multiple angles, fostering continuous learning and inspiration #PersonalGrowth #Innovation

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Summary*: The tweet shares 7 prompts to help individuals start a faceless busine

This idea may be useful for those looking to create passive income streams.

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# Joining Anthropic for LLMs research and resuming work on education projects

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Supermicro is accelerating AI infrastructure development by integrating its appr

This integrated method enables faster innovation and growth in the field of artificial intelligence. For more information, see the link provided.

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The "towel move" is a technique that utilizes a self-proprioceptive neuromuscula

Loading muscle tissue takes weeks to lengthen, but the relief felt in seconds indicates how much tension was previously stored.

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Farzapedia is a personal Wikipedia that demonstrates personalized knowledge mana

This approach can be more effective than implicit learning models, as highlighted in the Twitter post referencing Yann LeCun.

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Hooked up a 1920s rotary phone with a mechanical display and an AI agent for a d

This combination combines the simplicity of a dumbphone with the unique aesthetic of a vintage phone. #DIY #AI #rotaryphone

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The idea is that empowered individuals using AI can increase the visibility and

This concept is inspired by the book "Seeing Like a State" which explores how governments shape society into a more legible format.

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Simple experiment to evaluate large language models (LLMs) by asking them to det

This idea showcases the potential of LLMs in processing specific types of queries.

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The tweet "DROPPING DA WORKOUT!!!" is likely a motivational message from Meluvfr

If the content is useful for those seeking workout inspiration or motivation, it could be worth saving for future reference.

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A former Apple Store employee observed that customers typically follow a standar

This process is often completed without exploring further settings. The observation highlights a common user behavio

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Using long ramble sessions with LLMs can help them better understand the context

Using long ramble sessions with LLMs can help them better understand the context and achieve the desired outcome, especially when concise input is insufficient.* This technique leverages the ability of voice output to provide more explicit guidance.

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Many people may have formed opinions about AI based on limited experience with f

This could be skewing views of AI capabilities. The Karpathy tweet raises awareness on this potential issue.

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Created a personal OS that stores important data (tasks, finances, calendar, jou

Created a personal OS that stores important data (tasks, finances, calendar, journal) to boost productivity * Reference: https://x.com/milesdeutscher/status/2056874555202060448

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Claude Fable 5 is released with an underlying model similar to Mythos but with a

Source: https://x.com/karpathy/status/2064409694761054332

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# OpenClaw moment refers to the significant impact of agentic models on non-tech

This experience highlighted the growing awareness and influence of advanced AI concepts beyond their online presence. It may help illustrate how new technologies can

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The tweet suggests using an LLM like Opus 5 to generate content based on user in

It proposes testing the model's capabilities with a specific use case, including a large token budget. This idea could be valuable for exploring the boundaries of lang

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ASL-STE100 is a controlled language specification originally developed for train

It can be used as a test dataset to help understand the outputs of LLMs.

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Two specific horror novels have been identified as potential candidates for film

The tweets author expresses a strong desire to see these novels adapted into media.

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### Saved Insight #AI #Productivity - New paradigm for interacting with Claude t

This could potentially improve workflow efficiency and streamline processes.

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This video claims to create a thigh gap by doing a specific exercise for 3 days,

It suggests trying this method as a potential solution for achieving a slimmer appearance. The source is a social media post from a user named Vinee9801.